Beyond the Neocognitron, weight sharing has been a common
tool for achieving the desired form of generalisation
in other visual applications [1]}.
[2]} also explained generalisation
within a relational learning task in terms of shared weights.
Similarly, [3]} imposed weight sharing on their network
in order to obtain appropriate generalisation in a
model of natural language parsing.
